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Scale By the Bay 2017
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#1
Disorder & Tolerance in Distributed Systems at Scale
#2
The Legends of Twitter and Beyond: Real-World Architectures at Scale
#3
Type Classes for the Rest of Us
#4
Lunch
#5
Breakfast + Great Coffee
#6
Tame Your Data with Akka Streams
#7
The Functor, Applicative, Monad talk
#8
Scala for the Rest of Us
#9
Introduction to Machine Learning
#10
Building a High-Performance Database with Scala, Akka, and Spark
#11
Return of the Transaction King
#12
Spark Datasets: why they aren't great and what could be done about it
#13
Inventory History as Pure Functions
#14
Scala Meta Live Coding Session
#15
Happy Hour
#16
The Design of the Scalaz 8 Effect System
#17
Reasonable Scala Compiler
#18
Real Time ML Pipelines in Multi-Tenant Environments
#19
Scala DSL for ML Training Set Stratification
#20
Scaling to Billions of Real-time Recommendations Daily
#21
Avoiding Spark Pitfalls at Scale
#22
Composable Parallel Processing in Apache Spark and Weld
#23
Functional Programming with Effects
#24
Functional Programming for Machine Learning
#25
Scala 2.13
#26
Adjunctions in Everyday Life
#27
Lunch
#28
Breakfast + Great Coffee
#29
Building a high-performance Future
#30
Futures: Twitter vs Scala
#31
Serverless Tensorflow 1.0.0 on AWS. Wait what?
#32
Defusing the configuration time bomb with PureConfig and Refined
#33
Continuous Delivery Principles for Machine Learning
#34
Auto code generation using AI & Scala Macros
#35
Intelligent system optimizations
#36
Build a Modern, End-to-End, Fully Open Source, Big Data Scala Reference Application
#37
Happy Hour
#38
Functional Linear Algebra in Scala
#39
Apache Flink and the Next Wave of Stream Processing Applications
#40
Functional Patterns and Gems in Scala
#41
The Fun of Functional Programming
#42
Stream All The Things!
#43
Lunch
#44
Breakfast + Great Coffee
#45
How to Pick Your Next Streaming Architecture
#46
Analyzing Functional Programs
#47
Building systems on top of Kubernetes
#48
The Futures are Calling and I Must Choose
#49
Index your State for Safer Functional APIs
#50
Error Handling Without Throwing Exceptions
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